Of particular interest was also the significant correlation with immune checkpoint surface proteins such as PD1, CD86, PDL1, CTLA4, LAG3, and TIM3 (p<0.001) (Figures 4A–F), indicating a possible mechanism of how COL10A1-rich CRC facilitates invasion. Here, COL10A1 is linked to colorectal carcinoma.